Research Article
A Two-Step Neural Dialog State Tracker for Task-Oriented Dialog Processing
Table 9
The dialog state tracking accuracy of proposed model for every slot in topic category.
| | Topic | Slot | Accuracy |
| | ACCOMMODATION | INFO | 32.4 | | TYPE_OF_PLACE | 48.3 | | PLACE | 18.7 | | NEIGHBOURHOOD | 8.8 | | ATTRACTION | INFO | 21.1 | | TYPE_OF_PLACE | 65.5 | | ACTIVITY | 55.7 | | PLACE | 4.6 | | TIME | 63.3 | | NEIGHBOURHOOD | 17.8 | | FOOD | INFO | 37.1 | | CUISINE | 47.1 | | TYPE_OF_PLACE | 68.6 | | DRINK | 62.2 | | PLACE | 7.7 | | MEAL_TIME | 73.9 | | DISH | 5.8 | | NEIGHBOURHOOD | 27.3 | | SHOPPING | INFO | 41.3 | | TYPE_OF_PLACE | 41.9 | | PLACE | 4.8 | | NEIGHBOURHOOD | 4.1 | | TIME | 75.0 | | TRANSPORTATION | INFO | 23.9 | | FROM | 5.3 | | TO | 5.6 | | STATION | 14.7 | | LINE | 16.1 | | TYPE | 42.8 |
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